Information Theory · Computer Science
Channel Knowledge Map for Environment-Aware Communications: EM Algorithm for Map Construction
Kun Li, Peiming Li, Yong Zeng, Jie Xu
2021-08-17
Information Theory · Computer Science
CKMImageNet: A Comprehensive Dataset to Enable Channel Knowledge Map Construction via Computer Vision
Di Wu, Zijian Wu, Yuelong Qiu, Shen Fu +1
2024-10-11
Systems and Control · Electrical Eng. & Systems
Prototyping and Experimental Results for Environment-Aware Millimeter Wave Beam Alignment via Channel Knowledge Map
Zhuoyin Dai, Di Wu, Zhenjun Dong, Kun Li +3
2024-03-14
Information Theory · Computer Science
Leveraging Channel Knowledge Map for Multi-User Hierarchical Beam Training Under Position Uncertainty
Xu Shi, Haohan Wang, Yashuai Cao, Hengyu Zhang +2
2025-12-01
Signal Processing · Electrical Eng. & Systems
Channel Knowledge Map Construction: Recent Advances and Open Challenges
Zixiang Ren, Juncong Zhou, Jie Xu, Ling Qiu +4
2025-11-10
Information Theory · Computer Science
A Tutorial on Environment-Aware Communications via Channel Knowledge Map for 6G
Yong Zeng, Junting Chen, Jie Xu, Di Wu +6
2024-02-07
Signal Processing · Electrical Eng. & Systems
CKMImageNet: A Dataset for AI-Based Channel Knowledge Map Towards Environment-Aware Communication and Sensing
Zijian Wu, Di Wu, Shen Fu, Yuelong Qiu +1
2025-04-15
Signal Processing · Electrical Eng. & Systems
Environment-Aware and Training-Free Beam Alignment for mmWave Massive MIMO via Channel Knowledge Map
Di Wu, Yong Zeng, Shi jin, Rui Zhang
2021-02-22
Information Theory · Computer Science
Channel Knowledge Map (CKM)-Assisted Multi-UAV Wireless Network: CKM Construction and UAV Placement
Haoyun Li, Peiming Li, Jie Xu, Junting Chen +1
2022-07-06
Information Theory · Computer Science
Channel Knowledge Map for Cellular-Connected UAV via Binary Bayesian Filtering
Yuhang Yang, Xiaoli Xu, Yong Zeng, Haijian Sun +1
2024-09-04
Image and Video Processing · Electrical Eng. & Systems
CKM Beyond Channel Gain: Spatial Correlation Map Construction with Deep Learning
Z. Chen, S. Fu, Y. Zeng, X. Xu +1
2026-04-27
Signal Processing · Electrical Eng. & Systems
Channel Knowledge Map-assisted Dual-domain Tracking and Predictive Beamforming for High-Mobility Wireless Networks
Ruolin Du, Zhiqiang Wei, Zai Yang, Lei Yang +3
2026-01-22
Signal Processing · Electrical Eng. & Systems
Prototyping and Experimental Results for ISAC-based Channel Knowledge Map
Chaoyue Zhang, Zhiwen Zhou, Xiaoli Xu, Yong Zeng +2
2025-02-25
Information Theory · Computer Science
Environment-Aware Beam Selection for IRS-Aided Communication with Channel Knowledge Map
Dingyang Ding, Di Wu, Yong Zeng, Shi Jin +1
2021-11-23
Signal Processing · Electrical Eng. & Systems
Point Cloud Environment-Based Channel Knowledge Map Construction
Yancheng Wang, Wei Guo, Chuan Huang, Guanying Chen +2
2025-06-30
Signal Processing · Electrical Eng. & Systems
Location-Agnostic Channel Knowledge Map Construction for Dynamic Scenes
Kequan Zhou, Guangyi Zhang, Hanlei Li, Yunlong Cai +1
2026-03-18
Signal Processing · Electrical Eng. & Systems
Channel Knowledge Map Construction via Physics-Inspired Diffusion Model Without Prior Observations
Yunzhe Zhu, Xuewen Liao, Zhenzhen Gao, Linzhou Zeng +1
2025-12-15
Information Theory · Computer Science
Interference-Cancellation-Based Channel Knowledge Map Construction and Its Applications to Channel Estimation
Wenjun Jiang, Xiaojun Yuan, Boyu Teng, Hao Wang +1
2025-12-30
Computational Engineering, Finance, and Science · Computer Science
Update Strategy for Channel Knowledge Map in Complex Environments
Ting Wang, Chiya Zhang, Chang Liu, Zhuoyuan Hao +3
2025-12-18
Signal Processing · Electrical Eng. & Systems
CKMDiff: A Generative Diffusion Model for CKM Construction via Inverse Problems with Learned Priors
Shen Fu, Yong Zeng, Zijian Wu, Di Wu +3
2025-04-25
Information Theory · Computer Science
Environment-Aware Hybrid Beamforming by Leveraging Channel Knowledge Map
Di Wu, Yong Zeng, Shi Jin, Rui Zhang
2022-06-20
Signal Processing · Electrical Eng. & Systems
Towards Intelligent Low-Altitude Wireless Network Deployment: Differentiable Channel Knowledge Map Construction and Trajectory Design
Le Zhao, Zesong Fei, Wenge Shi, Xinyi Wang +3
2026-05-11